Index

B

BaseExporter (class in src.exporters.base)

BasePreProcessor (class in src.preprocess.base)

C

CHIRPSExporter (class in src.exporters.chirps)

CHIRPSPreprocessor (class in src.preprocess.chirps) chop_roi() (src.preprocess.base.BasePreProcessor static method)

D

DataLoader (class in src.models.data)

E

EARecurrentNetwork (class in src.models.neural_networks.ealstm) Engineer (class in src.engineer) engineer() (src.engineer.Engineer method) ERA5Exporter (class in src.exporters.cds) ERA5MonthlyMeanPreprocessor (class in src.preprocess.era5) evaluate() (src.models.base.ModelBase method)

explain() (src.models.base.ModelBase method) (src.models.neural_networks.base.NNBase method) (src.models.regression.LinearRegression method) export() (src.exporters.cds.ERA5Exporter method) (src.exporters.chirps.CHIRPSExporter method) (src.exporters.gleam.GLEAMExporter method) (src.exporters.srtm.SRTMExporter method)

G

get_dataloader() (src.models.base.ModelBase method) get_granularities() (src.exporters.gleam.GLEAMExporter method)

GLEAMExporter (class in src.exporters.gleam) GLEAMPreprocessor (class in src.preprocess.gleam)

L

LinearNetwork (class in src.models.neural_networks.linear_network) LinearRegression (class in src.models.regression)

load_model() (in module src.models) load_reference_grid() (src.preprocess.base.BasePreProcessor static method)

M

merge_files() (src.preprocess.base.BasePreProcessor method)

ModelBase (class in src.models.base)

N

NNBase (class in src.models.neural_networks.base)

P

Persistence (class in src.models.parsimonious) preprocess() (src.preprocess.chirps.CHIRPSPreprocessor method) (src.preprocess.era5.ERA5MonthlyMeanPreprocessor method) (src.preprocess.gleam.GLEAMPreprocessor method) (src.preprocess.srtm.SRTMPreprocessor method)

R

RecurrentNetwork (class in src.models.neural_networks.rnn)

regrid() (src.preprocess.base.BasePreProcessor method)

S

save_model() (src.models.regression.LinearRegression method) src.engineer (module)

SRTMExporter (class in src.exporters.srtm) SRTMPreprocessor (class in src.preprocess.srtm)

T

train() (src.models.neural_networks.base.NNBase method) (src.models.parsimonious.Persistence method) (src.models.regression.LinearRegression method)